@inproceedings{yoo2025d2d, title={D2D: Detector-to-Differentiable Critic for Improved Numeracy in Text-to-Image Generation}, author={Yoo, Nobline and Russakovsky, Olga and Zhu, Ye}, booktitle={The Fortieth Annual Conference on Neural Information Processing Systems (NeurIPS)}, year={2026} }